{"id":"https://openalex.org/W4210616933","doi":"https://doi.org/10.1109/globecom46510.2021.9685526","title":"Monte Carlo Tree Search for Network Planning for Next Generation Mobile Communication Networks","display_name":"Monte Carlo Tree Search for Network Planning for Next Generation Mobile Communication Networks","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4210616933","doi":"https://doi.org/10.1109/globecom46510.2021.9685526"},"language":"en","primary_location":{"id":"doi:10.1109/globecom46510.2021.9685526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685526","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066727972","display_name":"Linzhi Shen","orcid":"https://orcid.org/0000-0001-8556-9877"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linzhi Shen","raw_affiliation_strings":["Nanjing University,School of Electronic Science and Engineering,Nanjing,China,210023"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Electronic Science and Engineering,Nanjing,China,210023","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100664829","display_name":"Shaowei Wang","orcid":"https://orcid.org/0000-0003-0143-556X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaowei Wang","raw_affiliation_strings":["Nanjing University,School of Electronic Science and Engineering,Nanjing,China,210023"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Electronic Science and Engineering,Nanjing,China,210023","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":1.6091,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84070782,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7546627521514893},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5990689992904663},{"id":"https://openalex.org/keywords/monte-carlo-tree-search","display_name":"Monte Carlo tree search","score":0.5632484555244446},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5334345102310181},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.49398332834243774},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4357106685638428},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35658693313598633},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32693424820899963},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.304779589176178},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10401833057403564},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09844890236854553}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7546627521514893},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5990689992904663},{"id":"https://openalex.org/C46149586","wikidata":"https://www.wikidata.org/wiki/Q11785332","display_name":"Monte Carlo tree search","level":3,"score":0.5632484555244446},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5334345102310181},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.49398332834243774},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4357106685638428},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35658693313598633},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32693424820899963},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.304779589176178},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10401833057403564},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09844890236854553},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom46510.2021.9685526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685526","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G7905982403","display_name":null,"funder_award_id":"61931023,U1936202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1625390266","https://openalex.org/W1964202282","https://openalex.org/W2025485250","https://openalex.org/W2031858701","https://openalex.org/W2035123386","https://openalex.org/W2078927150","https://openalex.org/W2100470343","https://openalex.org/W2108672684","https://openalex.org/W2112481076","https://openalex.org/W2113213522","https://openalex.org/W2123489071","https://openalex.org/W2132228824","https://openalex.org/W2147184971","https://openalex.org/W2321579719","https://openalex.org/W2496362332","https://openalex.org/W2514539426","https://openalex.org/W2766447205","https://openalex.org/W2944465621","https://openalex.org/W2966860555","https://openalex.org/W6677279244"],"related_works":["https://openalex.org/W4210272022","https://openalex.org/W1844259124","https://openalex.org/W2170939602","https://openalex.org/W1974440652","https://openalex.org/W3009067413","https://openalex.org/W1541175715","https://openalex.org/W565993663","https://openalex.org/W2326504464","https://openalex.org/W2096709983","https://openalex.org/W1729918523"],"abstract_inverted_index":{"In":[0],"this":[1,68],"paper,":[2],"we":[3],"investigate":[4],"the":[5,15,29,33,38,43,96,122],"network":[6],"planning":[7],"problem":[8],"in":[9,111,127],"mmWave":[10],"mobile":[11],"communication":[12],"systems,":[13],"where":[14],"narrow-beam":[16],"antennas":[17,24,47],"can":[18],"adjust":[19],"azimuths":[20],"and":[21,77,101],"downtilts":[22],"of":[23,32,46,98,108,129],"so":[25],"as":[26,35,37,71],"to":[27,86],"maximize":[28],"power":[30,135],"coverage":[31],"network,":[34],"well":[36],"system":[39,130],"throughput.":[40],"Searching":[41],"for":[42,59],"optimal":[44],"configurations":[45,107],"generally":[48],"yields":[49],"a":[50,60,72,79,88,112],"combinatorial":[51],"opti-mization":[52],"problem,":[53],"which":[54,94],"cannot":[55],"be":[56],"addressed":[57],"even":[58],"medium":[61],"scale":[62],"antenna":[63],"set":[64],"case.":[65],"We":[66],"formulate":[67],"optimization":[69],"task":[70],"finite":[73],"Markov":[74],"decision":[75],"process,":[76],"develop":[78],"multi-layer":[80],"Monte":[81],"Carlo":[82],"tree":[83],"search":[84],"method":[85],"produce":[87],"promising":[89],"solution":[90],"with":[91],"reasonable":[92],"complexity,":[93],"evaluates":[95],"outcome":[97],"given":[99],"azimuth":[100],"downtilt":[102],"settings":[103],"without":[104],"acquiring":[105],"all":[106],"antennas.":[109],"Experiments":[110],"real":[113],"urban":[114],"environment":[115],"show":[116],"that":[117],"our":[118],"proposed":[119],"scheme":[120],"outperforms":[121],"state-of-the-art":[123],"algorithms":[124],"over":[125],"10%":[126],"terms":[128],"throughput":[131],"while":[132],"guaranteeing":[133],"high":[134],"coverage.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}